Making Reliable Diagnoses with Machine Learning: A Case Study Export

@article{citeulike:1381423, abstract = {In the past decades Machine Learning tools have been successfully used in several medical diagnostic problems. While they often significantly outperform expert physicians (in terms of diagnostic accuracy, sensitivity, and specificity), they are mostly not used in practice.}, author = {Kukar, Matja\v{z}}, citeulike-article-id = {1381423}, citeulike-linkout-0 = {http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.13.8642}, journal = {Lecture Notes in Computer Science}, keywords = {to\_check}, pages = {88--98}, posted-at = {2009-03-15 06:41:38}, priority = {2}, title = {Making Reliable Diagnoses with Machine Learning: A Case Study}, url = {http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.13.8642}, volume = {2101}, year = {2001} }

TY - JOUR ID - citeulike:1381423 L3 - citeulike-article-id:1381423 N2 - In the past decades Machine Learning tools have been successfully used in several medical diagnostic problems. While they often significantly outperform expert physicians (in terms of diagnostic accuracy, sensitivity, and specificity), they are mostly not used in practice. JF - Lecture Notes in Computer Science EP - 98 TI - Making Reliable Diagnoses with Machine Learning: A Case Study VL - 2101 SP - 88 KW - to_check AU - Kukar, Matja\v{z} PY - 2001/// UR - http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.13.8642 ER -